We present a first-principles study of Fe(NO \(_3\) ) \(_3\) -functionalized monolayer germanene, focusing on its structural stability, electronic structure, magnetism, and spin-dependent thermoelectric transport. Fe(NO \(_3\) ) \(_3\) is weakly adsorbed on germanene and preserves the buckled honeycomb lattice, indicating a physisorption-dominated interaction. Nevertheless, interfacial charge transfer produces moderate p-type doping and induces a total magnetic moment of 4.3 \(\mu _B\) , mainly localized on the Fe atom. Bader charge analysis confirms a net electron transfer of about 0.71 e from germanene to Fe(NO \(_3\) ) \(_3\) , with stronger charge depletion in the upper Ge sublayer near the adsorption interface. Band-unfolding and projected density of states analyses show that the Dirac cone of germanene is largely retained, while Fe-derived spin-polarized 3d states emerge near the Fermi level. These electronic changes lead to spin-dependent transport coefficients, a modified Seebeck response, and enhanced \(PF/\tau \) and electronic figure of merit \(ZT_e\) . The results highlight superhalogen adsorption as a noncovalent strategy for introducing coupled charge-transfer, magnetic, and spin-dependent thermoelectric functionalities into germanene.